Pinned Tweet
🚀 Announcing the *1st* MCoT reasoning survey with ~300 cited papers: Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
💡Check out 6 methods and 10+ challenges:
📝Paper: arxiv.org/abs/2503.12605
🌠GitHub: github.com/yaotingwangoffici…
Wang Yaoting retweeted
Introducing Voice Arena STT Leaderboard.
LibriSpeech is older than the transformer.
FLEURS is people reading translated Wikipedia sentences aloud.
This is still how the industry ranks speech models. In 2026.
Today we're releasing the Voice Arena STT Leaderboard - a human-verified benchmark for STT accuracy on real, spontaneous conversation, across 7 languages: 🇺🇸 US English, 🇮🇳 Hindi, 🇧🇩 Bangla, 🇧🇷 Brazilian Portuguese, 🇻🇳 Vietnamese, 🇷🇴 Romanian & 🇸🇦 Arabic 🧵
US English Leaderboard ⬇️
Wang Yaoting retweeted
HPC-AI is heading to #ICML2026! 🚀
Looking for top-tier compute efficiency or building the next generation of AI Agents? We’ve got you covered! Stop by Booth B301 to talk cutting-edge technology, supercharge your projects, and grab awesome perks!
🎁 Exclusive ICML Swag & Perks:
📱 Interact & Win: Engage with this post to grab our custom caps & eco-friendly canvas bags for FREE! 🧢💼
📝 1-Min Survey: Complete a quick questionnaire and claim your exclusive ICML badges & tech stickers! 🧲✨
🔋 Top-up Bonus: Top up your account during ICML and take home a premium Bluetooth speaker! 🔊
📝 Accepted Author Special: Got a paper at ICML? Unlock our Author Incentive Program to get exclusive vouchers for GPU compute and Model APIs! 🎓💡
⚡ Why Choose HPC-AI?
1️⃣ GPU Cloud Compute | High Performance & Elasticity
- Full-Spectrum GPU Coverage: From H200 to B200, we provide top-tier GPUs for training, fine-tuning, and inference.
- Flexible & Cost-Effective: Pay-as-you-go billing with ultimate price-to-performance ratio.
- Stable & Ready-to-Use: Instant deployment, elastic scaling, and enterprise-grade reliability for both corporate R&D and academic research.
2️⃣ Model APIs | One-Click Access to Frontier LLMs
- Mainstream Models Covered: Seamlessly access DeepSeek, GLM, Kimi, MiMo, and more, with continuous updates.
- High-Performance Inference: Built on enterprise GPU infrastructure, ensuring accelerated inference and high availability for massive workloads.
- Seamless Ecosystem Integration: Compatible with 40+ mainstream AI frameworks and tools (Dify, Cursor, Open Claw, Open Code, etc.). Connect in 3 easy steps!
📍 Booth B301 📅 July 7-10 🏢 ICML Conference (Korea Seoul)
#ICML2026 #HPCAI #MachineLearning #DeepLearning #GPU #ModelAPIs #LLM #AICompute
🚀📣 Excited to announce that we’re organizing the 1st MUCG Workshop: MLLM for Unified Comprehension and Generation at ACM MM 2025!
🔗 Official Website: mllm-mucg.github.io/MM2025/
📅 Important Dates:
• Paper submission ddl: July 11, 2025
• Challenge submission ddl: July 1, 2025
24
[1/3]🚀 Announcing *THE 1ST* multimodal CoT reasoning survey with ~300 cited papers:
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
📄 Paper: huggingface.co/papers/2503.1…
💻 GitHub: github.com/yaotingwangoffici…
#Multimodal #reasoning #AI
@liuziwei7 @_akhaliq xitter.gq/yaoting_wang_AI/status…
[2/3] 🚀 MCoT Reasoning Survey
✅ #Multimodal: image, video, audio, 3D, table...
✅2 basic scenes.
✅6 methods: rationale construction, mm thought , test-time scaling, etc.
✅3 dataset class: train w/ rationale; eval w/ or w/o rationale.
#AI #Reasoning
@liuziwei7 @_akhaliq
[3/3] 🚀 MCoT Reasoning Survey
🔥 o1/r1-like models dominate the MCoT research now, we flag 10+ challenges:
⚠️sustainability, dynamic chain, error propagation, ethical risks...
What challenges would YOU add?
#AI #Multimodal #Agent
@liuziwei7 @_akhaliq
